The two-volume set LNCS 6974 and LNCS 6975 constitutes the refereed complaints of the Fourth foreign convention on Affective Computing and clever interplay, ACII 2011, held in Memphis,TN, united states, in October 2011.The one hundred thirty five papers during this quantity set offered including three invited talks have been conscientiously reviewed and chosen from 196 submissions. The papers are equipped in topical sections on reputation and synthesis of human impact, affect-sensitive functions, methodological concerns in affective computing, affective and social robotics, affective and behavioral interfaces, appropriate insights from psychology, affective databases, assessment and annotation tools.

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This ebook constitutes the refereed complaints of the sixth overseas convention on Social Computing and Social Media, SCSM 2014, held as a part of the sixteenth foreign convention on Human-Computer interplay, HCII 2014, in Heraklion, Crete, Greece in June 2014, together with thirteen different thematically meetings.

The literature is rife with a number of physiological-based affect detection systems that classify discrete emotions as well as primitive affective dimensions such as valence and arousal [4-6]. Despite impressive classification performance under controlled laboratory conditions [7, 8], the stochastic nature of physiological signals poses significant challenges when one moves from the lab and into the real world [9]. In particular, physiological data is expected to exhibit day variations [6], which introduce problems when previously trained models are used to generate predictions in the future; this is an important requirement for real world applications.